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Benchmarks
Instance Segmentation on 7-channel brain cell dataset (val)
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67.3
Mask mAP
DAMA
66.052
66.376
66.7
67.024
May 10, 2022
Mask mAP
Mask mAP@50
Mask mAP@75
Updated 4d ago
Evaluation Results
Method
Method
Links
Mask mAP
Mask mAP@50
Mask mAP@75
DAMA
Backbone=ViT, Pre-trai...
2022.05
67.3
91.3
77
DAMA
Backbone=ViT, Pre-trai...
2022.05
67.2
91.1
77
MAE
Backbone=ViT, Pre-trai...
2022.05
67.1
91.4
76.9
SimMIM-Swin
Backbone=Swin, Pre-tra...
2022.05
67
91.2
77
SimMIM-ViT
Backbone=ViT, Pre-trai...
2022.05
66.9
91.1
76.1
ViT
Backbone=ViT, Pre-trai...
2022.05
66.7
90.9
76.1
MoCo-v3
Backbone=ViT, Pre-trai...
2022.05
66.5
91
75.9
Swin
Backbone=Swin, Pre-tra...
2022.05
66.3
90.5
76
MAE
Backbone=ViT, Pre-trai...
2022.05
66.3
90.1
76.3
MoCo-v3
Backbone=ViT, Pre-trai...
2022.05
66.1
90.8
75.2
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